3. A sample of four claim amounts from a portfolio of insurance had values 3500, 2900, 2800, 2840
A suitable loss distribution for this data set is thought to be the Pareto distribution with pdf ?(?) = ? ×75? / (75+?)?+1 , ? > 0
a) Derive the cdf for this distribution. [4 marks]
b) Derive the mean for this distribution. [8 marks]
c) Find an express for the median of this distribution. [5 marks]
c) Find the methods of moments estimate of ?. [5 marks]
e) Find the maximum likelihood estimate of ?. [7 marks]
f) Find the method of percentiles estimate of ?. [6 marks]
[Total 35 marks]
3. A sample of four claim amounts from a portfolio of insurance had values 3500, 2900,...
The number of claims each year from a portfolio of insurance policies over n years were X1,X2,...,Xn. The insurer assumes that the annual number of claims have a Binomial distribution with index m and unknown parameter p. The prior information indicates p follows the Beta distribution ?(?) = Γ(? +?) / Γ(?)Γ(?) . ?^?−1 . (1−?)^?−1 (i) Write down the likelihood for p. [6 marks] (ii) Find posterior distribution of the parameter p. [11 marks] (iii) Find the Bayesian estimate...